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Convergence of Constant Step Stochastic Gradient Descent for Non-Smooth Non-Convex Functions

Pascal Bianchi, Walid Hachem, Sholom Schechtman

2022Set-Valued and Variational Analysis29 citationsDOIOpen Access PDF

Topics & Concepts

MathematicsSubderivativeLipschitz continuityIterated functionStochastic gradient descentApplied mathematicsMathematical analysisMathematical optimizationConvex optimizationRegular polygonGeometryMachine learningComputer scienceArtificial neural networkStochastic Gradient Optimization TechniquesOptimization and Variational AnalysisSparse and Compressive Sensing Techniques
Convergence of Constant Step Stochastic Gradient Descent for Non-Smooth Non-Convex Functions | Litcius